Overview
Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 80829 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 12.1 MiB |
| Average record size in memory | 157.0 B |
Variable types
| Numeric | 18 |
|---|---|
| Boolean | 13 |
Unnamed: 0 is highly overall correlated with year | High correlation |
depth is highly overall correlated with depthError | High correlation |
depthError is highly overall correlated with depth | High correlation |
dmin is highly overall correlated with horizontalError | High correlation |
horizontalError is highly overall correlated with dmin | High correlation |
magError is highly overall correlated with magNst | High correlation |
magNst is highly overall correlated with magError | High correlation |
net_ak is highly overall correlated with net_us | High correlation |
net_us is highly overall correlated with net_ak | High correlation |
year is highly overall correlated with Unnamed: 0 | High correlation |
net_ak is highly imbalanced (95.9%) | Imbalance |
net_ci is highly imbalanced (99.0%) | Imbalance |
net_hv is highly imbalanced (98.6%) | Imbalance |
net_iscgem is highly imbalanced (> 99.9%) | Imbalance |
net_nc is highly imbalanced (99.1%) | Imbalance |
net_nn is highly imbalanced (99.4%) | Imbalance |
net_ok is highly imbalanced (> 99.9%) | Imbalance |
net_pr is highly imbalanced (98.7%) | Imbalance |
net_se is highly imbalanced (> 99.9%) | Imbalance |
net_tx is highly imbalanced (99.6%) | Imbalance |
net_us is highly imbalanced (92.3%) | Imbalance |
net_uu is highly imbalanced (99.9%) | Imbalance |
net_uw is highly imbalanced (99.9%) | Imbalance |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
hour has 3399 (4.2%) zeros | Zeros |
dayofweek has 11711 (14.5%) zeros | Zeros |
Reproduction
| Analysis started | 2026-01-02 04:36:09.362726 |
|---|---|
| Analysis finished | 2026-01-02 04:37:02.744851 |
| Duration | 53.38 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Unnamed: 0
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 80829 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40414 |
| Minimum | 0 |
|---|---|
| Maximum | 80828 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4041.4 |
| Q1 | 20207 |
| median | 40414 |
| Q3 | 60621 |
| 95-th percentile | 76786.6 |
| Maximum | 80828 |
| Range | 80828 |
| Interquartile range (IQR) | 40414 |
Descriptive statistics
| Standard deviation | 23333.467 |
|---|---|
| Coefficient of variation (CV) | 0.57736098 |
| Kurtosis | -1.2 |
| Mean | 40414 |
| Median Absolute Deviation (MAD) | 20207 |
| Skewness | 0 |
| Sum | 3.2666232 × 109 |
| Variance | 5.4445067 × 108 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 80828 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Other values (80819) | 80819 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 80828 | 1 | |
| 80827 | 1 | |
| 80826 | 1 | |
| 80825 | 1 | |
| 80824 | 1 | |
| 80823 | 1 | |
| 80822 | 1 | |
| 80821 | 1 | |
| 80820 | 1 | |
| 80819 | 1 |
latitude
Real number (ℝ)
| Distinct | 77072 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.52536255 |
| Minimum | -79.9837 |
|---|---|
| Maximum | 87.386 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 44228 |
| Negative (%) | 54.7% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | -79.9837 |
|---|---|
| 5-th percentile | -55.89616 |
| Q1 | -21.8109 |
| median | -4.2178 |
| Q3 | 23.1404 |
| 95-th percentile | 51.8531 |
| Maximum | 87.386 |
| Range | 167.3697 |
| Interquartile range (IQR) | 44.9513 |
Descriptive statistics
| Standard deviation | 30.42698 |
|---|---|
| Coefficient of variation (CV) | -57.916157 |
| Kurtosis | -0.58193398 |
| Mean | -0.52536255 |
| Median Absolute Deviation (MAD) | 19.767 |
| Skewness | 0.10050377 |
| Sum | -42464.529 |
| Variance | 925.8011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.405 | 9 | < 0.1% |
| 18.4335 | 4 | < 0.1% |
| -6.252 | 4 | < 0.1% |
| -6.4851 | 4 | < 0.1% |
| -23.6845 | 3 | < 0.1% |
| -21.2566 | 3 | < 0.1% |
| -6.1213 | 3 | < 0.1% |
| -6.1815 | 3 | < 0.1% |
| -5.965 | 3 | < 0.1% |
| -24.1843 | 3 | < 0.1% |
| Other values (77062) | 80790 |
| Value | Count | Frequency (%) |
| -79.9837 | 1 | |
| -73.2204 | 1 | |
| -71.7339 | 1 | |
| -69.7739 | 1 | |
| -65.8853 | 1 | |
| -65.8497 | 1 | |
| -65.7721 | 1 | |
| -65.6638 | 1 | |
| -65.6088 | 1 | |
| -65.6071 | 1 |
| Value | Count | Frequency (%) |
| 87.386 | 1 | |
| 87.3752 | 1 | |
| 87.0815 | 1 | |
| 86.9229 | 1 | |
| 86.8972 | 1 | |
| 86.8932 | 1 | |
| 86.8752 | 1 | |
| 86.5295 | 1 | |
| 86.3272 | 1 | |
| 86.2658 | 1 |
longitude
Real number (ℝ)
| Distinct | 77634 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.582477 |
| Minimum | -179.9997 |
|---|---|
| Maximum | 179.9993 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 31151 |
| Negative (%) | 38.5% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | -179.9997 |
|---|---|
| 5-th percentile | -177.78102 |
| Q1 | -71.5979 |
| median | 94.8662 |
| Q3 | 142.1823 |
| 95-th percentile | 168.8866 |
| Maximum | 179.9993 |
| Range | 359.999 |
| Interquartile range (IQR) | 213.7802 |
Descriptive statistics
| Standard deviation | 122.61314 |
|---|---|
| Coefficient of variation (CV) | 3.3516904 |
| Kurtosis | -1.1810853 |
| Mean | 36.582477 |
| Median Absolute Deviation (MAD) | 66.8995 |
| Skewness | -0.57909466 |
| Sum | 2956925.1 |
| Variance | 15033.982 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -155.281 | 9 | < 0.1% |
| 126.4248 | 4 | < 0.1% |
| -178.0296 | 4 | < 0.1% |
| -177.199 | 4 | < 0.1% |
| -177.3798 | 4 | < 0.1% |
| -177.1779 | 4 | < 0.1% |
| 127.1014 | 4 | < 0.1% |
| -155.2816667 | 4 | < 0.1% |
| -178.0058 | 4 | < 0.1% |
| 126.7295 | 4 | < 0.1% |
| Other values (77624) | 80784 |
| Value | Count | Frequency (%) |
| -179.9997 | 1 | |
| -179.9985 | 2 | |
| -179.9983 | 1 | |
| -179.9982 | 1 | |
| -179.9969 | 1 | |
| -179.9963 | 1 | |
| -179.9958 | 1 | |
| -179.9953 | 1 | |
| -179.9944 | 2 | |
| -179.9916 | 1 |
| Value | Count | Frequency (%) |
| 179.9993 | 1 | |
| 179.9984 | 1 | |
| 179.9981 | 1 | |
| 179.997 | 1 | |
| 179.9962 | 1 | |
| 179.9961 | 1 | |
| 179.9958 | 1 | |
| 179.9952 | 1 | |
| 179.9946 | 1 | |
| 179.9931 | 2 |
depth
Real number (ℝ)
High correlation
| Distinct | 25778 |
|---|---|
| Distinct (%) | 31.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.09989 |
| Minimum | -1.01 |
|---|---|
| Maximum | 683.36 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Negative | 12 |
| Negative (%) | < 0.1% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | -1.01 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 10 |
| median | 13.66 |
| Q3 | 57.292 |
| 95-th percentile | 256.228 |
| Maximum | 683.36 |
| Range | 684.37 |
| Interquartile range (IQR) | 47.292 |
Descriptive statistics
| Standard deviation | 113.44141 |
|---|---|
| Coefficient of variation (CV) | 1.826757 |
| Kurtosis | 11.576786 |
| Mean | 62.09989 |
| Median Absolute Deviation (MAD) | 4.29 |
| Skewness | 3.3809971 |
| Sum | 5019472 |
| Variance | 12868.953 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 36248 | |
| 35 | 3604 | 4.5% |
| 8 | 124 | 0.2% |
| 9 | 117 | 0.1% |
| 5 | 100 | 0.1% |
| 11 | 83 | 0.1% |
| 20 | 82 | 0.1% |
| 13 | 77 | 0.1% |
| 12 | 75 | 0.1% |
| 19 | 67 | 0.1% |
| Other values (25768) | 40252 |
| Value | Count | Frequency (%) |
| -1.01 | 1 | |
| -0.97 | 1 | |
| -0.83 | 1 | |
| -0.57 | 1 | |
| -0.5 | 1 | |
| -0.47 | 1 | |
| -0.36 | 1 | |
| -0.27 | 1 | |
| -0.21 | 1 | |
| -0.12 | 1 |
| Value | Count | Frequency (%) |
| 683.36 | 1 | |
| 677.64 | 1 | |
| 673.06 | 1 | |
| 670.81 | 1 | |
| 670.55 | 1 | |
| 669.556 | 1 | |
| 668.23 | 1 | |
| 667.39 | 1 | |
| 666.76 | 1 | |
| 664.74 | 1 |
mag
Real number (ℝ)
| Distinct | 120 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.804183 |
| Minimum | 4.5 |
|---|---|
| Maximum | 8.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 4.5 |
| Q1 | 4.5 |
| median | 4.7 |
| Q3 | 4.9 |
| 95-th percentile | 5.5 |
| Maximum | 8.8 |
| Range | 4.3 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.37111561 |
|---|---|
| Coefficient of variation (CV) | 0.077248433 |
| Kurtosis | 8.3070397 |
| Mean | 4.804183 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 2.3370577 |
| Sum | 388317.3 |
| Variance | 0.13772679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.5 | 20562 | |
| 4.6 | 16346 | |
| 4.7 | 10212 | |
| 4.9 | 7440 | 9.2% |
| 4.8 | 7235 | 9.0% |
| 5 | 4688 | 5.8% |
| 5.1 | 3489 | 4.3% |
| 5.2 | 2508 | 3.1% |
| 5.3 | 1819 | 2.3% |
| 5.4 | 1356 | 1.7% |
| Other values (110) | 5174 | 6.4% |
| Value | Count | Frequency (%) |
| 4.5 | 20562 | |
| 4.51 | 3 | < 0.1% |
| 4.52 | 5 | < 0.1% |
| 4.53 | 6 | < 0.1% |
| 4.54 | 8 | < 0.1% |
| 4.55 | 4 | < 0.1% |
| 4.56 | 3 | < 0.1% |
| 4.57 | 6 | < 0.1% |
| 4.58 | 8 | < 0.1% |
| 4.59 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.8 | 1 | < 0.1% |
| 8.3 | 1 | < 0.1% |
| 8.2 | 3 | < 0.1% |
| 8.1 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7.9 | 4 | < 0.1% |
| 7.8 | 9 | |
| 7.7 | 6 | |
| 7.6 | 13 | |
| 7.5 | 14 |
nst
Real number (ℝ)
| Distinct | 352 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.422051 |
| Minimum | 0 |
|---|---|
| Maximum | 619 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 56 |
| median | 56 |
| Q3 | 56 |
| 95-th percentile | 114 |
| Maximum | 619 |
| Range | 619 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 29.58525 |
|---|---|
| Coefficient of variation (CV) | 0.48964326 |
| Kurtosis | 25.530804 |
| Mean | 60.422051 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.9498447 |
| Sum | 4883854 |
| Variance | 875.28703 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 53730 | |
| 34 | 398 | 0.5% |
| 27 | 379 | 0.5% |
| 31 | 378 | 0.5% |
| 24 | 374 | 0.5% |
| 28 | 371 | 0.5% |
| 39 | 370 | 0.5% |
| 38 | 364 | 0.5% |
| 29 | 359 | 0.4% |
| 23 | 359 | 0.4% |
| Other values (342) | 23747 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 7 | < 0.1% |
| 9 | 16 | < 0.1% |
| 10 | 32 | < 0.1% |
| 11 | 57 | |
| 12 | 105 | |
| 13 | 134 | |
| 14 | 141 |
| Value | Count | Frequency (%) |
| 619 | 1 | |
| 566 | 1 | |
| 475 | 1 | |
| 466 | 1 | |
| 452 | 1 | |
| 444 | 1 | |
| 437 | 1 | |
| 423 | 1 | |
| 420 | 1 | |
| 410 | 1 |
gap
Real number (ℝ)
| Distinct | 348 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.43328 |
| Minimum | 7 |
|---|---|
| Maximum | 348 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 59 |
| median | 87 |
| Q3 | 121 |
| 95-th percentile | 173 |
| Maximum | 348 |
| Range | 341 |
| Interquartile range (IQR) | 62 |
Descriptive statistics
| Standard deviation | 44.154375 |
|---|---|
| Coefficient of variation (CV) | 0.47768915 |
| Kurtosis | 0.58448851 |
| Mean | 92.43328 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 0.70484282 |
| Sum | 7471289.6 |
| Variance | 1949.6089 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 87 | 1314 | 1.6% |
| 69 | 868 | 1.1% |
| 76 | 808 | 1.0% |
| 70 | 779 | 1.0% |
| 68 | 759 | 0.9% |
| 75 | 744 | 0.9% |
| 64 | 741 | 0.9% |
| 67 | 741 | 0.9% |
| 65 | 729 | 0.9% |
| 72 | 729 | 0.9% |
| Other values (338) | 72617 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 6 | < 0.1% |
| 10 | 25 | < 0.1% |
| 11 | 34 | < 0.1% |
| 12 | 49 | |
| 13 | 79 | |
| 13.68206787 | 1 | < 0.1% |
| 14 | 78 | |
| 15 | 91 |
| Value | Count | Frequency (%) |
| 348 | 1 | |
| 340 | 1 | |
| 334.8 | 1 | |
| 329 | 1 | |
| 323 | 2 | |
| 321 | 1 | |
| 319 | 1 | |
| 317 | 1 | |
| 313 | 1 | |
| 311 | 1 |
dmin
Real number (ℝ)
High correlation
| Distinct | 15584 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3656914 |
| Minimum | 0 |
|---|---|
| Maximum | 62.626 |
| Zeros | 8 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.447 |
| Q1 | 1.342 |
| median | 2.556 |
| Q3 | 4.973 |
| 95-th percentile | 15.875 |
| Maximum | 62.626 |
| Range | 62.626 |
| Interquartile range (IQR) | 3.631 |
Descriptive statistics
| Standard deviation | 5.5931143 |
|---|---|
| Coefficient of variation (CV) | 1.281152 |
| Kurtosis | 14.735414 |
| Mean | 4.3656914 |
| Median Absolute Deviation (MAD) | 1.497 |
| Skewness | 3.3708772 |
| Sum | 352874.47 |
| Variance | 31.282927 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.556 | 751 | 0.9% |
| 1.312 | 32 | < 0.1% |
| 1.119 | 32 | < 0.1% |
| 1.246 | 31 | < 0.1% |
| 1.53 | 31 | < 0.1% |
| 1.449 | 31 | < 0.1% |
| 0.974 | 30 | < 0.1% |
| 0.792 | 30 | < 0.1% |
| 0.769 | 30 | < 0.1% |
| 1.63 | 30 | < 0.1% |
| Other values (15574) | 79801 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 0.001 | 1 | < 0.1% |
| 0.001376 | 1 | < 0.1% |
| 0.002246 | 1 | < 0.1% |
| 0.002843 | 1 | < 0.1% |
| 0.00309 | 1 | < 0.1% |
| 0.003168 | 1 | < 0.1% |
| 0.003215 | 1 | < 0.1% |
| 0.003845 | 1 | < 0.1% |
| 0.003925 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 62.626 | 1 | |
| 62.558 | 1 | |
| 58.528 | 1 | |
| 58.379 | 1 | |
| 57.285 | 1 | |
| 56.896 | 1 | |
| 56.623 | 1 | |
| 55.898 | 1 | |
| 55.07 | 1 | |
| 54.094 | 1 |
rms
Real number (ℝ)
| Distinct | 226 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.78416151 |
| Minimum | 0 |
|---|---|
| Maximum | 2.82 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.43 |
| Q1 | 0.62 |
| median | 0.76 |
| Q3 | 0.93 |
| 95-th percentile | 1.22 |
| Maximum | 2.82 |
| Range | 2.82 |
| Interquartile range (IQR) | 0.31 |
Descriptive statistics
| Standard deviation | 0.23905266 |
|---|---|
| Coefficient of variation (CV) | 0.3048513 |
| Kurtosis | 0.23928976 |
| Mean | 0.78416151 |
| Median Absolute Deviation (MAD) | 0.16 |
| Skewness | 0.39076206 |
| Sum | 63382.99 |
| Variance | 0.057146173 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 1437 | 1.8% |
| 0.67 | 1412 | 1.7% |
| 0.69 | 1406 | 1.7% |
| 0.77 | 1395 | 1.7% |
| 0.68 | 1389 | 1.7% |
| 0.74 | 1388 | 1.7% |
| 0.73 | 1383 | 1.7% |
| 0.72 | 1380 | 1.7% |
| 0.76 | 1364 | 1.7% |
| 0.71 | 1363 | 1.7% |
| Other values (216) | 66912 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.06 | 3 | < 0.1% |
| 0.07 | 4 | < 0.1% |
| 0.08 | 8 | < 0.1% |
| 0.09 | 14 | |
| 0.1 | 33 | |
| 0.11 | 20 | |
| 0.1163 | 1 | < 0.1% |
| 0.1165 | 1 | < 0.1% |
| 0.12 | 26 |
| Value | Count | Frequency (%) |
| 2.82 | 1 | < 0.1% |
| 2.59 | 1 | < 0.1% |
| 2.53 | 1 | < 0.1% |
| 2.44 | 1 | < 0.1% |
| 2.42 | 1 | < 0.1% |
| 2.18 | 1 | < 0.1% |
| 2.14 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 1.96 | 1 | < 0.1% |
| 1.95 | 3 |
horizontalError
Real number (ℝ)
High correlation
| Distinct | 1745 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.4204432 |
| Minimum | 0 |
|---|---|
| Maximum | 51.7 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6.4 |
| median | 8.12 |
| Q3 | 10.23 |
| 95-th percentile | 13.71 |
| Maximum | 51.7 |
| Range | 51.7 |
| Interquartile range (IQR) | 3.83 |
Descriptive statistics
| Standard deviation | 2.9701534 |
|---|---|
| Coefficient of variation (CV) | 0.35273124 |
| Kurtosis | 1.5202344 |
| Mean | 8.4204432 |
| Median Absolute Deviation (MAD) | 1.92 |
| Skewness | 0.53910714 |
| Sum | 680616 |
| Variance | 8.8218111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.4 | 892 | 1.1% |
| 7.5 | 885 | 1.1% |
| 7.2 | 872 | 1.1% |
| 6.9 | 872 | 1.1% |
| 7.9 | 870 | 1.1% |
| 7.7 | 864 | 1.1% |
| 7.8 | 862 | 1.1% |
| 7.3 | 857 | 1.1% |
| 7.6 | 856 | 1.1% |
| 8 | 852 | 1.1% |
| Other values (1735) | 72147 |
| Value | Count | Frequency (%) |
| 0 | 5 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 4 | < 0.1% |
| 0.1 | 3 | < 0.1% |
| 0.11 | 8 | < 0.1% |
| 0.12 | 22 | |
| 0.13 | 22 | |
| 0.14 | 17 | |
| 0.15 | 6 | < 0.1% |
| 0.16 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 51.7 | 1 | |
| 37.6 | 1 | |
| 35.3 | 1 | |
| 34.6 | 1 | |
| 32.8 | 1 | |
| 31.7 | 1 | |
| 31.5 | 1 | |
| 29.2 | 1 | |
| 29.1 | 1 | |
| 28.7 | 1 |
depthError
Real number (ℝ)
High correlation
| Distinct | 6608 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8505894 |
| Minimum | 0 |
|---|---|
| Maximum | 61.9 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.7 |
| Q1 | 1.881 |
| median | 2 |
| Q3 | 5.7 |
| 95-th percentile | 8.5 |
| Maximum | 61.9 |
| Range | 61.9 |
| Interquartile range (IQR) | 3.819 |
Descriptive statistics
| Standard deviation | 2.7291857 |
|---|---|
| Coefficient of variation (CV) | 0.70877088 |
| Kurtosis | 13.137914 |
| Mean | 3.8505894 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 2.0444498 |
| Sum | 311239.29 |
| Variance | 7.4484544 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.9 | 14617 | 18.1% |
| 1.8 | 7710 | 9.5% |
| 2 | 2968 | 3.7% |
| 1.7 | 2108 | 2.6% |
| 4.9 | 555 | 0.7% |
| 5.5 | 540 | 0.7% |
| 1.6 | 529 | 0.7% |
| 5.8 | 522 | 0.6% |
| 5.6 | 517 | 0.6% |
| 5.4 | 507 | 0.6% |
| Other values (6598) | 50256 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 4 | < 0.1% |
| 0.1 | 55 | |
| 0.11 | 8 | < 0.1% |
| 0.12 | 9 | < 0.1% |
| 0.13 | 2 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.15 | 2 | < 0.1% |
| 0.16 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 61.9 | 1 | < 0.1% |
| 57.1 | 1 | < 0.1% |
| 43.5 | 1 | < 0.1% |
| 41.7 | 1 | < 0.1% |
| 38.7 | 1 | < 0.1% |
| 32.57 | 1 | < 0.1% |
| 32.229 | 1 | < 0.1% |
| 31.61 | 35 | |
| 31.6 | 1 | < 0.1% |
| 29.86 | 1 | < 0.1% |
magError
Real number (ℝ)
High correlation
| Distinct | 324 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.094192395 |
| Minimum | 0 |
|---|---|
| Maximum | 0.91 |
| Zeros | 23 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.037 |
| Q1 | 0.061 |
| median | 0.086 |
| Q3 | 0.117 |
| 95-th percentile | 0.18 |
| Maximum | 0.91 |
| Range | 0.91 |
| Interquartile range (IQR) | 0.056 |
Descriptive statistics
| Standard deviation | 0.046732943 |
|---|---|
| Coefficient of variation (CV) | 0.49614348 |
| Kurtosis | 7.3023369 |
| Mean | 0.094192395 |
| Median Absolute Deviation (MAD) | 0.027 |
| Skewness | 1.7066479 |
| Sum | 7613.4771 |
| Variance | 0.0021839679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.086 | 3270 | 4.0% |
| 0.098 | 1255 | 1.6% |
| 0.093 | 1172 | 1.4% |
| 0.089 | 1121 | 1.4% |
| 0.073 | 1060 | 1.3% |
| 0.083 | 1057 | 1.3% |
| 0.08 | 1041 | 1.3% |
| 0.069 | 1021 | 1.3% |
| 0.071 | 1008 | 1.2% |
| 0.078 | 991 | 1.2% |
| Other values (314) | 67833 |
| Value | Count | Frequency (%) |
| 0 | 23 | < 0.1% |
| 0.018 | 2 | < 0.1% |
| 0.019 | 10 | < 0.1% |
| 0.02 | 14 | < 0.1% |
| 0.021 | 30 | < 0.1% |
| 0.022 | 43 | 0.1% |
| 0.023 | 75 | |
| 0.024 | 109 | |
| 0.025 | 139 | |
| 0.026 | 138 |
| Value | Count | Frequency (%) |
| 0.91 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.563 | 1 | < 0.1% |
| 0.558 | 1 | < 0.1% |
| 0.547 | 3 | |
| 0.546 | 2 | |
| 0.545 | 1 | < 0.1% |
| 0.544 | 3 | |
| 0.542 | 2 | |
| 0.541 | 2 |
magNst
Real number (ℝ)
High correlation
| Distinct | 695 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.24897 |
| Minimum | 0 |
|---|---|
| Maximum | 1027 |
| Zeros | 22 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 18 |
| median | 33 |
| Q3 | 66 |
| 95-th percentile | 205 |
| Maximum | 1027 |
| Range | 1027 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 77.174633 |
|---|---|
| Coefficient of variation (CV) | 1.3025481 |
| Kurtosis | 18.551944 |
| Mean | 59.24897 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 3.6437266 |
| Sum | 4789035 |
| Variance | 5955.924 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33 | 2989 | 3.7% |
| 10 | 1899 | 2.3% |
| 12 | 1882 | 2.3% |
| 14 | 1864 | 2.3% |
| 13 | 1829 | 2.3% |
| 18 | 1803 | 2.2% |
| 15 | 1783 | 2.2% |
| 11 | 1752 | 2.2% |
| 16 | 1713 | 2.1% |
| 19 | 1658 | 2.1% |
| Other values (685) | 61657 |
| Value | Count | Frequency (%) |
| 0 | 22 | < 0.1% |
| 1 | 13 | < 0.1% |
| 2 | 58 | 0.1% |
| 3 | 139 | 0.2% |
| 4 | 267 | 0.3% |
| 5 | 365 | 0.5% |
| 6 | 597 | |
| 7 | 703 | |
| 8 | 993 | |
| 9 | 1191 |
| Value | Count | Frequency (%) |
| 1027 | 1 | |
| 1004 | 1 | |
| 987 | 1 | |
| 977 | 1 | |
| 975 | 1 | |
| 954 | 1 | |
| 941 | 1 | |
| 896 | 1 | |
| 884 | 1 | |
| 879 | 1 |
year
Real number (ℝ)
High correlation
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2020.0843 |
| Minimum | 2015 |
|---|---|
| Maximum | 2025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 2015 |
|---|---|
| 5-th percentile | 2015 |
| Q1 | 2017 |
| median | 2020 |
| Q3 | 2023 |
| 95-th percentile | 2025 |
| Maximum | 2025 |
| Range | 10 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.1528333 |
|---|---|
| Coefficient of variation (CV) | 0.0015607434 |
| Kurtosis | -1.1926519 |
| Mean | 2020.0843 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.043290016 |
| Sum | 1.632814 × 108 |
| Variance | 9.9403577 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2021 | 8922 | |
| 2025 | 8089 | |
| 2022 | 7748 | |
| 2023 | 7638 | |
| 2018 | 7520 | |
| 2016 | 7415 | |
| 2019 | 7170 | |
| 2015 | 7121 | |
| 2020 | 6479 | |
| 2024 | 6385 |
| Value | Count | Frequency (%) |
| 2015 | 7121 | |
| 2016 | 7415 | |
| 2017 | 6342 | |
| 2018 | 7520 | |
| 2019 | 7170 | |
| 2020 | 6479 | |
| 2021 | 8922 | |
| 2022 | 7748 | |
| 2023 | 7638 | |
| 2024 | 6385 |
| Value | Count | Frequency (%) |
| 2025 | 8089 | |
| 2024 | 6385 | |
| 2023 | 7638 | |
| 2022 | 7748 | |
| 2021 | 8922 | |
| 2020 | 6479 | |
| 2019 | 7170 | |
| 2018 | 7520 | |
| 2017 | 6342 | |
| 2016 | 7415 |
month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5834045 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4627174 |
|---|---|
| Coefficient of variation (CV) | 0.5259767 |
| Kurtosis | -1.2180969 |
| Mean | 6.5834045 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.047623319 |
| Sum | 532130 |
| Variance | 11.990411 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 7339 | |
| 9 | 7338 | |
| 12 | 7025 | |
| 7 | 6957 | |
| 1 | 6839 | |
| 11 | 6788 | |
| 3 | 6763 | |
| 10 | 6635 | |
| 4 | 6408 | |
| 5 | 6403 | |
| Other values (2) | 12334 |
| Value | Count | Frequency (%) |
| 1 | 6839 | |
| 2 | 6355 | |
| 3 | 6763 | |
| 4 | 6408 | |
| 5 | 6403 | |
| 6 | 5979 | |
| 7 | 6957 | |
| 8 | 7339 | |
| 9 | 7338 | |
| 10 | 6635 |
| Value | Count | Frequency (%) |
| 12 | 7025 | |
| 11 | 6788 | |
| 10 | 6635 | |
| 9 | 7338 | |
| 8 | 7339 | |
| 7 | 6957 | |
| 6 | 5979 | |
| 5 | 6403 | |
| 4 | 6408 | |
| 3 | 6763 |
day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.472838 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 15 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.7867037 |
|---|---|
| Coefficient of variation (CV) | 0.56787926 |
| Kurtosis | -1.1844718 |
| Mean | 15.472838 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.044603613 |
| Sum | 1250654 |
| Variance | 77.206161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 2895 | 3.6% |
| 3 | 2856 | 3.5% |
| 5 | 2843 | 3.5% |
| 10 | 2804 | 3.5% |
| 6 | 2795 | 3.5% |
| 17 | 2773 | 3.4% |
| 2 | 2768 | 3.4% |
| 8 | 2746 | 3.4% |
| 20 | 2746 | 3.4% |
| 13 | 2737 | 3.4% |
| Other values (21) | 52866 |
| Value | Count | Frequency (%) |
| 1 | 2703 | |
| 2 | 2768 | |
| 3 | 2856 | |
| 4 | 2685 | |
| 5 | 2843 | |
| 6 | 2795 | |
| 7 | 2647 | |
| 8 | 2746 | |
| 9 | 2618 | |
| 10 | 2804 |
| Value | Count | Frequency (%) |
| 31 | 1367 | |
| 30 | 2602 | |
| 29 | 2384 | |
| 28 | 2502 | |
| 27 | 2462 | |
| 26 | 2540 | |
| 25 | 2495 | |
| 24 | 2440 | |
| 23 | 2459 | |
| 22 | 2635 |
hour
Real number (ℝ)
Zeros
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.589751 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 3399 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 12 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 6.934852 |
|---|---|
| Coefficient of variation (CV) | 0.59836073 |
| Kurtosis | -1.2107882 |
| Mean | 11.589751 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.041565076 |
| Sum | 936788 |
| Variance | 48.092173 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 3662 | 4.5% |
| 14 | 3620 | 4.5% |
| 15 | 3618 | 4.5% |
| 13 | 3559 | 4.4% |
| 17 | 3542 | 4.4% |
| 18 | 3510 | 4.3% |
| 3 | 3479 | 4.3% |
| 1 | 3434 | 4.2% |
| 2 | 3418 | 4.2% |
| 19 | 3416 | 4.2% |
| Other values (14) | 45571 |
| Value | Count | Frequency (%) |
| 0 | 3399 | |
| 1 | 3434 | |
| 2 | 3418 | |
| 3 | 3479 | |
| 4 | 3369 | |
| 5 | 3150 | |
| 6 | 3026 | |
| 7 | 3262 | |
| 8 | 3136 | |
| 9 | 3255 |
| Value | Count | Frequency (%) |
| 23 | 3292 | |
| 22 | 3334 | |
| 21 | 3406 | |
| 20 | 3392 | |
| 19 | 3416 | |
| 18 | 3510 | |
| 17 | 3542 | |
| 16 | 3662 | |
| 15 | 3618 | |
| 14 | 3620 |
dayofweek
Real number (ℝ)
Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9845353 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 11711 |
| Zeros (%) | 14.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 631.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.0053026 |
|---|---|
| Coefficient of variation (CV) | 0.67189778 |
| Kurtosis | -1.2530215 |
| Mean | 2.9845353 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.011967136 |
| Sum | 241237 |
| Variance | 4.0212385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 11869 | |
| 4 | 11805 | |
| 0 | 11711 | |
| 6 | 11672 | |
| 3 | 11512 | |
| 2 | 11240 | |
| 5 | 11020 |
| Value | Count | Frequency (%) |
| 0 | 11711 | |
| 1 | 11869 | |
| 2 | 11240 | |
| 3 | 11512 | |
| 4 | 11805 | |
| 5 | 11020 | |
| 6 | 11672 |
| Value | Count | Frequency (%) |
| 6 | 11672 | |
| 5 | 11020 | |
| 4 | 11805 | |
| 3 | 11512 | |
| 2 | 11240 | |
| 1 | 11869 | |
| 0 | 11711 |
net_ak
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 361 |
| Value | Count | Frequency (%) |
| False | 80468 | |
| True | 361 | 0.4% |
net_ci
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 73 |
| Value | Count | Frequency (%) |
| False | 80756 | |
| True | 73 | 0.1% |
net_hv
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 104 |
| Value | Count | Frequency (%) |
| False | 80725 | |
| True | 104 | 0.1% |
net_iscgem
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 2 |
| Value | Count | Frequency (%) |
| False | 80827 | |
| True | 2 | < 0.1% |
net_nc
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 58 |
| Value | Count | Frequency (%) |
| False | 80771 | |
| True | 58 | 0.1% |
net_nn
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 40 |
| Value | Count | Frequency (%) |
| False | 80789 | |
| True | 40 | < 0.1% |
net_ok
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 2 |
| Value | Count | Frequency (%) |
| False | 80827 | |
| True | 2 | < 0.1% |
net_pr
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 97 |
| Value | Count | Frequency (%) |
| False | 80732 | |
| True | 97 | 0.1% |
net_se
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 1 |
| Value | Count | Frequency (%) |
| False | 80828 | |
| True | 1 | < 0.1% |
net_tx
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 22 |
| Value | Count | Frequency (%) |
| False | 80807 | |
| True | 22 | < 0.1% |
net_us
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| True | |
|---|---|
| False | 768 |
| Value | Count | Frequency (%) |
| True | 80061 | |
| False | 768 | 1.0% |
net_uu
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 3 |
| Value | Count | Frequency (%) |
| False | 80826 | |
| True | 3 | < 0.1% |
net_uw
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.1 KiB |
| False | |
|---|---|
| True | 4 |
| Value | Count | Frequency (%) |
| False | 80825 | |
| True | 4 | < 0.1% |
Interactions
Correlations
| Unnamed: 0 | day | dayofweek | depth | depthError | dmin | gap | horizontalError | hour | latitude | longitude | mag | magError | magNst | month | net_ak | net_ci | net_hv | net_iscgem | net_nc | net_nn | net_ok | net_pr | net_se | net_tx | net_us | net_uu | net_uw | nst | rms | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | -0.019 | 0.004 | -0.055 | -0.092 | 0.007 | 0.013 | 0.055 | -0.018 | 0.070 | 0.028 | -0.002 | -0.044 | -0.004 | -0.128 | 0.017 | 0.041 | 0.071 | 0.000 | 0.014 | 0.036 | 0.000 | 0.027 | 0.000 | 0.019 | 0.052 | 0.015 | 0.005 | 0.008 | -0.229 | 0.996 |
| day | -0.019 | 1.000 | -0.012 | 0.001 | -0.003 | 0.016 | -0.006 | 0.001 | -0.004 | 0.017 | -0.001 | -0.005 | -0.009 | 0.010 | -0.008 | 0.020 | 0.033 | 0.000 | 0.003 | 0.000 | 0.018 | 0.000 | 0.005 | 0.000 | 0.006 | 0.014 | 0.015 | 0.007 | -0.001 | 0.005 | -0.013 |
| dayofweek | 0.004 | -0.012 | 1.000 | 0.001 | 0.021 | 0.003 | 0.024 | 0.009 | 0.018 | -0.014 | 0.002 | 0.007 | 0.010 | -0.009 | 0.014 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.005 | 0.000 | 0.005 | 0.008 | 0.012 | 0.000 | -0.040 | 0.023 | 0.005 |
| depth | -0.055 | 0.001 | 0.001 | 1.000 | 0.736 | -0.151 | -0.099 | 0.065 | 0.011 | -0.025 | 0.042 | -0.082 | -0.157 | 0.165 | 0.010 | 0.018 | 0.012 | 0.016 | 0.000 | 0.009 | 0.005 | 0.000 | 0.006 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.089 | 0.057 | -0.054 |
| depthError | -0.092 | -0.003 | 0.021 | 0.736 | 1.000 | -0.142 | 0.179 | 0.116 | 0.014 | 0.003 | 0.068 | -0.303 | 0.056 | 0.030 | 0.016 | 0.050 | 0.171 | 0.143 | 0.000 | 0.148 | 0.001 | 0.000 | 0.216 | 0.000 | 0.000 | 0.223 | 0.000 | 0.000 | -0.041 | 0.002 | -0.091 |
| dmin | 0.007 | 0.016 | 0.003 | -0.151 | -0.142 | 1.000 | 0.023 | 0.544 | 0.011 | -0.289 | -0.070 | 0.002 | 0.116 | -0.046 | -0.010 | 0.030 | 0.010 | 0.013 | 0.000 | 0.007 | 0.001 | 0.000 | 0.013 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | -0.077 | -0.108 | 0.006 |
| gap | 0.013 | -0.006 | 0.024 | -0.099 | 0.179 | 0.023 | 1.000 | 0.269 | -0.018 | -0.023 | -0.022 | -0.442 | 0.401 | -0.248 | 0.021 | 0.107 | 0.034 | 0.068 | 0.000 | 0.127 | 0.019 | 0.000 | 0.200 | 0.000 | 0.012 | 0.124 | 0.000 | 0.000 | -0.254 | -0.068 | 0.015 |
| horizontalError | 0.055 | 0.001 | 0.009 | 0.065 | 0.116 | 0.544 | 0.269 | 1.000 | 0.003 | -0.307 | -0.047 | -0.147 | 0.232 | -0.119 | 0.008 | 0.048 | 0.079 | 0.094 | 0.000 | 0.070 | 0.014 | 0.000 | 0.081 | 0.000 | 0.043 | 0.106 | 0.013 | 0.016 | -0.148 | -0.106 | 0.056 |
| hour | -0.018 | -0.004 | 0.018 | 0.011 | 0.014 | 0.011 | -0.018 | 0.003 | 1.000 | -0.015 | -0.009 | -0.006 | -0.022 | 0.026 | -0.000 | 0.010 | 0.028 | 0.007 | 0.004 | 0.006 | 0.003 | 0.004 | 0.000 | 0.005 | 0.000 | 0.009 | 0.000 | 0.002 | 0.031 | 0.023 | -0.018 |
| latitude | 0.070 | 0.017 | -0.014 | -0.025 | 0.003 | -0.289 | -0.023 | -0.307 | -0.015 | 1.000 | 0.262 | -0.032 | -0.330 | 0.290 | 0.031 | 0.431 | 0.080 | 0.081 | 0.013 | 0.070 | 0.058 | 0.008 | 0.082 | 0.000 | 0.043 | 0.298 | 0.014 | 0.017 | 0.183 | -0.017 | 0.074 |
| longitude | 0.028 | -0.001 | 0.002 | 0.042 | 0.068 | -0.070 | -0.022 | -0.047 | -0.009 | 0.262 | 1.000 | 0.002 | -0.009 | 0.031 | 0.042 | 0.150 | 0.208 | 0.085 | 0.000 | 0.185 | 0.154 | 0.014 | 0.137 | 0.006 | 0.057 | 0.215 | 0.041 | 0.048 | 0.024 | -0.058 | 0.032 |
| mag | -0.002 | -0.005 | 0.007 | -0.082 | -0.303 | 0.002 | -0.442 | -0.147 | -0.006 | -0.032 | 0.002 | 1.000 | -0.469 | 0.253 | 0.000 | 0.023 | 0.008 | 0.037 | 0.005 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.299 | 0.088 | -0.002 |
| magError | -0.044 | -0.009 | 0.010 | -0.157 | 0.056 | 0.116 | 0.401 | 0.232 | -0.022 | -0.330 | -0.009 | -0.469 | 1.000 | -0.867 | 0.006 | 0.057 | 0.013 | 0.020 | 0.023 | 0.018 | 0.218 | 0.000 | 0.149 | 0.000 | 0.044 | 0.115 | 0.000 | 0.004 | -0.436 | -0.065 | -0.044 |
| magNst | -0.004 | 0.010 | -0.009 | 0.165 | 0.030 | -0.046 | -0.248 | -0.119 | 0.026 | 0.290 | 0.031 | 0.253 | -0.867 | 1.000 | 0.000 | 0.024 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.036 | 0.000 | 0.000 | 0.294 | 0.046 | -0.004 |
| month | -0.128 | -0.008 | 0.014 | 0.010 | 0.016 | -0.010 | 0.021 | 0.008 | -0.000 | 0.031 | 0.042 | 0.000 | 0.006 | 0.000 | 1.000 | 0.014 | 0.045 | 0.043 | 0.000 | 0.007 | 0.025 | 0.004 | 0.017 | 0.004 | 0.004 | 0.038 | 0.017 | 0.000 | -0.007 | -0.004 | -0.037 |
| net_ak | 0.017 | 0.020 | 0.000 | 0.018 | 0.050 | 0.030 | 0.107 | 0.048 | 0.010 | 0.431 | 0.150 | 0.023 | 0.057 | 0.024 | 0.014 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.683 | 0.000 | 0.000 | 0.026 | 0.042 | 0.021 |
| net_ci | 0.041 | 0.033 | 0.023 | 0.012 | 0.171 | 0.010 | 0.034 | 0.079 | 0.028 | 0.080 | 0.208 | 0.008 | 0.013 | 0.000 | 0.045 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.305 | 0.000 | 0.000 | 0.032 | 0.255 | 0.045 |
| net_hv | 0.071 | 0.000 | 0.000 | 0.016 | 0.143 | 0.013 | 0.068 | 0.094 | 0.007 | 0.081 | 0.085 | 0.037 | 0.020 | 0.010 | 0.043 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.365 | 0.000 | 0.000 | 0.000 | 0.363 | 0.072 |
| net_iscgem | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.013 | 0.000 | 0.005 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| net_nc | 0.014 | 0.000 | 0.000 | 0.009 | 0.148 | 0.007 | 0.127 | 0.070 | 0.006 | 0.070 | 0.185 | 0.012 | 0.018 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.271 | 0.000 | 0.000 | 0.018 | 0.267 | 0.002 |
| net_nn | 0.036 | 0.018 | 0.004 | 0.005 | 0.001 | 0.001 | 0.019 | 0.014 | 0.003 | 0.058 | 0.154 | 0.000 | 0.218 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.224 | 0.000 | 0.000 | 0.000 | 0.222 | 0.043 |
| net_ok | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.008 | 0.014 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.000 | 0.010 | 0.051 | 0.003 |
| net_pr | 0.027 | 0.005 | 0.005 | 0.006 | 0.216 | 0.013 | 0.200 | 0.081 | 0.000 | 0.082 | 0.137 | 0.000 | 0.149 | 0.010 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.352 | 0.000 | 0.000 | 0.010 | 0.140 | 0.047 |
| net_se | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 |
| net_tx | 0.019 | 0.006 | 0.005 | 0.000 | 0.000 | 0.000 | 0.012 | 0.043 | 0.000 | 0.043 | 0.057 | 0.000 | 0.044 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.165 | 0.000 | 0.000 | 0.000 | 0.126 | 0.019 |
| net_us | 0.052 | 0.014 | 0.008 | 0.028 | 0.223 | 0.046 | 0.124 | 0.106 | 0.009 | 0.298 | 0.215 | 0.031 | 0.115 | 0.036 | 0.038 | 0.683 | 0.305 | 0.365 | 0.038 | 0.271 | 0.224 | 0.038 | 0.352 | 0.017 | 0.165 | 1.000 | 0.052 | 0.063 | 0.007 | 0.415 | 0.049 |
| net_uu | 0.015 | 0.015 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.014 | 0.041 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 1.000 | 0.000 | 0.000 | 0.063 | 0.018 |
| net_uw | 0.005 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.002 | 0.017 | 0.048 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.063 | 0.000 | 1.000 | 0.000 | 0.054 | 0.005 |
| nst | 0.008 | -0.001 | -0.040 | 0.089 | -0.041 | -0.077 | -0.254 | -0.148 | 0.031 | 0.183 | 0.024 | 0.299 | -0.436 | 0.294 | -0.007 | 0.026 | 0.032 | 0.000 | 0.000 | 0.018 | 0.000 | 0.010 | 0.010 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 1.000 | -0.018 | 0.007 |
| rms | -0.229 | 0.005 | 0.023 | 0.057 | 0.002 | -0.108 | -0.068 | -0.106 | 0.023 | -0.017 | -0.058 | 0.088 | -0.065 | 0.046 | -0.004 | 0.042 | 0.255 | 0.363 | 0.000 | 0.267 | 0.222 | 0.051 | 0.140 | 0.000 | 0.126 | 0.415 | 0.063 | 0.054 | -0.018 | 1.000 | -0.231 |
| year | 0.996 | -0.013 | 0.005 | -0.054 | -0.091 | 0.006 | 0.015 | 0.056 | -0.018 | 0.074 | 0.032 | -0.002 | -0.044 | -0.004 | -0.037 | 0.021 | 0.045 | 0.072 | 0.000 | 0.002 | 0.043 | 0.003 | 0.047 | 0.006 | 0.019 | 0.049 | 0.018 | 0.005 | 0.007 | -0.231 | 1.000 |
Missing values
Sample
| Unnamed: 0 | latitude | longitude | depth | mag | nst | gap | dmin | rms | horizontalError | depthError | magError | magNst | year | month | day | hour | dayofweek | net_ak | net_ci | net_hv | net_iscgem | net_nc | net_nn | net_ok | net_pr | net_se | net_tx | net_us | net_uu | net_uw | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0.0229 | 123.8194 | 143.05 | 4.6 | 56.0 | 51.0 | 1.488 | 0.83 | 6.4 | 6.7 | 0.083 | 43.0 | 2015 | 12 | 30 | 23 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 1 | 1 | -30.6777 | -71.7346 | 25.62 | 4.5 | 56.0 | 180.0 | 0.085 | 0.94 | 3.9 | 5.4 | 0.192 | 8.0 | 2015 | 12 | 30 | 21 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 2 | 2 | -40.5641 | 173.4219 | 142.40 | 4.6 | 56.0 | 65.0 | 0.653 | 0.70 | 7.3 | 6.3 | 0.097 | 34.0 | 2015 | 12 | 30 | 19 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 3 | 3 | -24.4715 | -175.8716 | 24.21 | 4.9 | 56.0 | 77.0 | 5.097 | 0.99 | 13.7 | 4.7 | 0.074 | 57.0 | 2015 | 12 | 30 | 18 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 4 | 4 | -5.9568 | 154.9611 | 184.56 | 4.5 | 56.0 | 94.0 | 3.292 | 0.76 | 11.6 | 8.2 | 0.101 | 29.0 | 2015 | 12 | 30 | 14 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 5 | 5 | 33.8836 | 137.3211 | 338.23 | 4.5 | 56.0 | 57.0 | 1.066 | 0.75 | 7.4 | 5.8 | 0.053 | 103.0 | 2015 | 12 | 30 | 12 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 6 | 6 | -18.0505 | -178.7085 | 607.86 | 4.5 | 56.0 | 192.0 | 3.098 | 0.67 | 14.2 | 12.7 | 0.140 | 15.0 | 2015 | 12 | 30 | 12 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 7 | 7 | 40.9013 | 142.7915 | 51.54 | 4.5 | 56.0 | 134.0 | 1.146 | 0.60 | 7.5 | 7.7 | 0.136 | 20.0 | 2015 | 12 | 30 | 11 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 8 | 8 | -21.9779 | -174.4701 | 46.15 | 5.0 | 56.0 | 50.0 | 7.880 | 0.85 | 8.5 | 5.4 | 0.043 | 177.0 | 2015 | 12 | 30 | 11 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 9 | 9 | 19.3214 | 121.1273 | 28.55 | 4.5 | 56.0 | 51.0 | 3.479 | 0.95 | 7.7 | 4.7 | 0.085 | 43.0 | 2015 | 12 | 30 | 10 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| Unnamed: 0 | latitude | longitude | depth | mag | nst | gap | dmin | rms | horizontalError | depthError | magError | magNst | year | month | day | hour | dayofweek | net_ak | net_ci | net_hv | net_iscgem | net_nc | net_nn | net_ok | net_pr | net_se | net_tx | net_us | net_uu | net_uw | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 80819 | 80819 | 7.3329 | -35.4080 | 10.000 | 4.5 | 30.0 | 118.0 | 13.082 | 0.86 | 14.58 | 1.937 | 0.110 | 24.0 | 2025 | 1 | 1 | 4 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 80820 | 80820 | -20.9273 | 169.3819 | 22.000 | 5.5 | 152.0 | 81.0 | 2.459 | 0.56 | 8.05 | 1.909 | 0.058 | 29.0 | 2025 | 1 | 1 | 4 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 80821 | 80821 | -17.6410 | 168.1721 | 91.003 | 4.8 | 24.0 | 140.0 | 2.371 | 1.06 | 9.89 | 8.926 | 0.116 | 23.0 | 2025 | 1 | 1 | 4 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 80822 | 80822 | -3.9182 | 151.5333 | 10.000 | 4.6 | 39.0 | 88.0 | 0.609 | 0.87 | 6.74 | 1.828 | 0.107 | 26.0 | 2025 | 1 | 1 | 4 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 80823 | 80823 | 25.3453 | 125.9508 | 47.164 | 4.5 | 29.0 | 116.0 | 1.832 | 0.86 | 6.74 | 6.633 | 0.127 | 18.0 | 2025 | 1 | 1 | 4 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 80824 | 80824 | -19.9201 | 67.2731 | 10.000 | 4.7 | 40.0 | 73.0 | 3.678 | 0.49 | 6.15 | 1.846 | 0.102 | 29.0 | 2025 | 1 | 1 | 3 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 80825 | 80825 | -23.0291 | -66.6081 | 208.974 | 4.9 | 90.0 | 43.0 | 1.449 | 0.92 | 9.81 | 6.217 | 0.057 | 30.0 | 2025 | 1 | 1 | 3 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 80826 | 80826 | 9.1629 | 40.0071 | 10.000 | 4.5 | 54.0 | 64.0 | 1.338 | 0.75 | 7.69 | 1.917 | 0.085 | 41.0 | 2025 | 1 | 1 | 3 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 80827 | 80827 | -3.8521 | 151.6207 | 10.000 | 4.5 | 36.0 | 98.0 | 0.591 | 0.98 | 7.80 | 1.901 | 0.116 | 22.0 | 2025 | 1 | 1 | 2 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |
| 80828 | 80828 | -3.8682 | 151.6536 | 10.000 | 4.7 | 39.0 | 99.0 | 0.557 | 0.86 | 6.86 | 1.901 | 0.108 | 26.0 | 2025 | 1 | 1 | 1 | 2 | False | False | False | False | False | False | False | False | False | False | True | False | False |